Overview
Brought to you by YData
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 11490 |
| Missing cells | 270587 |
| Missing cells (%) | 76.0% |
| Duplicate rows | 71 |
| Duplicate rows (%) | 0.6% |
| Total size in memory | 2.8 MiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 8 |
| DateTime | 3 |
| Text | 7 |
Category has constant value "Sports" | Constant |
| Dataset has 71 (0.6%) duplicate rows | Duplicates |
EngagementID has 6867 (59.8%) missing values | Missing |
ContentID has 6867 (59.8%) missing values | Missing |
ContentType has 6867 (59.8%) missing values | Missing |
Likes has 6867 (59.8%) missing values | Missing |
EngagementDate has 6867 (59.8%) missing values | Missing |
CampaignID has 6867 (59.8%) missing values | Missing |
ViewsClicksCombined has 6867 (59.8%) missing values | Missing |
JourneyID has 7479 (65.1%) missing values | Missing |
CustomerID has 4653 (40.5%) missing values | Missing |
VisitDate has 7479 (65.1%) missing values | Missing |
Stage has 7479 (65.1%) missing values | Missing |
Action has 7479 (65.1%) missing values | Missing |
Duration has 8092 (70.4%) missing values | Missing |
CustomerName has 11390 (99.1%) missing values | Missing |
Email has 11390 (99.1%) missing values | Missing |
Gender has 11390 (99.1%) missing values | Missing |
Age has 11390 (99.1%) missing values | Missing |
GeographyID has 11380 (99.0%) missing values | Missing |
ReviewID has 8764 (76.3%) missing values | Missing |
ReviewDate has 8764 (76.3%) missing values | Missing |
Rating has 8764 (76.3%) missing values | Missing |
ReviewText has 8764 (76.3%) missing values | Missing |
ProductName has 11470 (99.8%) missing values | Missing |
Category has 11470 (99.8%) missing values | Missing |
Price has 11470 (99.8%) missing values | Missing |
SentimentScore has 10127 (88.1%) missing values | Missing |
SentimentCategory has 10127 (88.1%) missing values | Missing |
SentimentBucket has 10127 (88.1%) missing values | Missing |
Country has 11480 (99.9%) missing values | Missing |
City has 11480 (99.9%) missing values | Missing |
EngagementID is uniformly distributed | Uniform |
JourneyID is uniformly distributed | Uniform |
ReviewID is uniformly distributed | Uniform |
Likes has 728 (6.3%) zeros | Zeros |
SentimentScore has 442 (3.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-18 23:40:08.906229 |
|---|---|
| Analysis finished | 2024-12-19 01:45:32.564470 |
| Duration | 2 hours, 5 minutes and 23.66 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
EngagementID
Real number (ℝ)
Missing  Uniform 
| Distinct | 4623 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2312 |
| Minimum | 1 |
|---|---|
| Maximum | 4623 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 232.1 |
| Q1 | 1156.5 |
| median | 2312 |
| Q3 | 3467.5 |
| 95-th percentile | 4391.9 |
| Maximum | 4623 |
| Range | 4622 |
| Interquartile range (IQR) | 2311 |
Descriptive statistics
| Standard deviation | 1334.6895 |
|---|---|
| Coefficient of variation (CV) | 0.57728784 |
| Kurtosis | -1.2 |
| Mean | 2312 |
| Median Absolute Deviation (MAD) | 1156 |
| Skewness | 0 |
| Sum | 10688376 |
| Variance | 1781396 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 3036 | 1 | < 0.1% |
| 3088 | 1 | < 0.1% |
| 3087 | 1 | < 0.1% |
| 3086 | 1 | < 0.1% |
| 3085 | 1 | < 0.1% |
| 3084 | 1 | < 0.1% |
| 3083 | 1 | < 0.1% |
| 3082 | 1 | < 0.1% |
| 3081 | 1 | < 0.1% |
| 3080 | 1 | < 0.1% |
| Other values (4613) | 4613 | |
| (Missing) | 6867 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 4623 | 1 | |
| 4622 | 1 | |
| 4621 | 1 | |
| 4620 | 1 | |
| 4619 | 1 | |
| 4618 | 1 | |
| 4617 | 1 | |
| 4616 | 1 | |
| 4615 | 1 | |
| 4614 | 1 |
ContentID
Real number (ℝ)
Missing 
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.42613 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 25 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.292613 |
|---|---|
| Coefficient of variation (CV) | 0.56212301 |
| Kurtosis | -1.1925765 |
| Mean | 25.42613 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.0043063646 |
| Sum | 117545 |
| Variance | 204.27878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 114 | 1.0% |
| 35 | 108 | 0.9% |
| 39 | 105 | 0.9% |
| 15 | 104 | 0.9% |
| 41 | 103 | 0.9% |
| 37 | 103 | 0.9% |
| 32 | 102 | 0.9% |
| 46 | 102 | 0.9% |
| 14 | 102 | 0.9% |
| 21 | 101 | 0.9% |
| Other values (40) | 3579 | |
| (Missing) | 6867 |
| Value | Count | Frequency (%) |
| 1 | 88 | |
| 2 | 83 | |
| 3 | 96 | |
| 4 | 114 | |
| 5 | 80 | |
| 6 | 83 | |
| 7 | 97 | |
| 8 | 87 | |
| 9 | 85 | |
| 10 | 90 |
| Value | Count | Frequency (%) |
| 50 | 70 | |
| 49 | 93 | |
| 48 | 90 | |
| 47 | 85 | |
| 46 | 102 | |
| 45 | 93 | |
| 44 | 99 | |
| 43 | 78 | |
| 42 | 68 | |
| 41 | 103 |
ContentType
Categorical
Missing 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Memory size | 179.5 KiB |
| Socialmedia | |
|---|---|
| Blog | |
| Newsletter | |
| Video | |
| blog | |
| Other values (7) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 7.4806403 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blog |
|---|---|
| 2nd row | Blog |
| 3rd row | video |
| 4th row | Video |
| 5th row | newsletter |
Common Values
| Value | Count | Frequency (%) |
| Socialmedia | 534 | 4.6% |
| Blog | 519 | 4.5% |
| Newsletter | 511 | 4.4% |
| Video | 510 | 4.4% |
| blog | 416 | 3.6% |
| socialmedia | 384 | 3.3% |
| video | 380 | 3.3% |
| newsletter | 359 | 3.1% |
| SOCIALMEDIA | 270 | 2.3% |
| VIDEO | 261 | 2.3% |
| Other values (2) | 479 | 4.2% |
| (Missing) | 6867 |
Length
| Value | Count | Frequency (%) |
| socialmedia | 1188 | |
| blog | 1180 | |
| video | 1151 | |
| newsletter | 1104 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4418 | 12.8% |
| o | 2743 | 7.9% |
| i | 2726 | 7.9% |
| l | 2723 | 7.9% |
| a | 1836 | 5.3% |
| d | 1808 | 5.2% |
| t | 1740 | 5.0% |
| s | 1254 | 3.6% |
| E | 1233 | 3.6% |
| S | 1038 | 3.0% |
| Other values (22) | 13064 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34583 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4418 | 12.8% |
| o | 2743 | 7.9% |
| i | 2726 | 7.9% |
| l | 2723 | 7.9% |
| a | 1836 | 5.3% |
| d | 1808 | 5.2% |
| t | 1740 | 5.0% |
| s | 1254 | 3.6% |
| E | 1233 | 3.6% |
| S | 1038 | 3.0% |
| Other values (22) | 13064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34583 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4418 | 12.8% |
| o | 2743 | 7.9% |
| i | 2726 | 7.9% |
| l | 2723 | 7.9% |
| a | 1836 | 5.3% |
| d | 1808 | 5.2% |
| t | 1740 | 5.0% |
| s | 1254 | 3.6% |
| E | 1233 | 3.6% |
| S | 1038 | 3.0% |
| Other values (22) | 13064 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34583 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4418 | 12.8% |
| o | 2743 | 7.9% |
| i | 2726 | 7.9% |
| l | 2723 | 7.9% |
| a | 1836 | 5.3% |
| d | 1808 | 5.2% |
| t | 1740 | 5.0% |
| s | 1254 | 3.6% |
| E | 1233 | 3.6% |
| S | 1038 | 3.0% |
| Other values (22) | 13064 |
Likes
Real number (ℝ)
Missing  Zeros 
| Distinct | 640 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.36859 |
| Minimum | 0 |
|---|---|
| Maximum | 1977 |
| Zeros | 728 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 28 |
| Q3 | 131 |
| 95-th percentile | 517 |
| Maximum | 1977 |
| Range | 1977 |
| Interquartile range (IQR) | 128 |
Descriptive statistics
| Standard deviation | 205.08386 |
|---|---|
| Coefficient of variation (CV) | 1.7931834 |
| Kurtosis | 13.802193 |
| Mean | 114.36859 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 3.268792 |
| Sum | 528726 |
| Variance | 42059.389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 728 | 6.3% |
| 1 | 238 | 2.1% |
| 2 | 139 | 1.2% |
| 4 | 99 | 0.9% |
| 3 | 96 | 0.8% |
| 5 | 89 | 0.8% |
| 8 | 69 | 0.6% |
| 7 | 68 | 0.6% |
| 6 | 66 | 0.6% |
| 10 | 56 | 0.5% |
| Other values (630) | 2975 | |
| (Missing) | 6867 |
| Value | Count | Frequency (%) |
| 0 | 728 | |
| 1 | 238 | 2.1% |
| 2 | 139 | 1.2% |
| 3 | 96 | 0.8% |
| 4 | 99 | 0.9% |
| 5 | 89 | 0.8% |
| 6 | 66 | 0.6% |
| 7 | 68 | 0.6% |
| 8 | 69 | 0.6% |
| 9 | 51 | 0.4% |
| Value | Count | Frequency (%) |
| 1977 | 1 | |
| 1938 | 1 | |
| 1760 | 1 | |
| 1534 | 1 | |
| 1530 | 1 | |
| 1526 | 1 | |
| 1493 | 1 | |
| 1434 | 1 | |
| 1420 | 1 | |
| 1405 | 1 |
EngagementDate
Date
Missing 
| Distinct | 1085 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Memory size | 179.5 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2025-12-31 00:00:00 |
CampaignID
Real number (ℝ)
Missing 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.660826 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7705698 |
|---|---|
| Coefficient of variation (CV) | 0.54128729 |
| Kurtosis | -1.2130816 |
| Mean | 10.660826 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.033428625 |
| Sum | 49285 |
| Variance | 33.299475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 266 | 2.3% |
| 19 | 254 | 2.2% |
| 7 | 245 | 2.1% |
| 17 | 245 | 2.1% |
| 13 | 240 | 2.1% |
| 20 | 240 | 2.1% |
| 11 | 237 | 2.1% |
| 12 | 236 | 2.1% |
| 3 | 233 | 2.0% |
| 4 | 231 | 2.0% |
| Other values (10) | 2196 | 19.1% |
| (Missing) | 6867 |
| Value | Count | Frequency (%) |
| 1 | 221 | |
| 2 | 210 | |
| 3 | 233 | |
| 4 | 231 | |
| 5 | 222 | |
| 6 | 231 | |
| 7 | 245 | |
| 8 | 224 | |
| 9 | 202 | |
| 10 | 219 |
| Value | Count | Frequency (%) |
| 20 | 240 | |
| 19 | 254 | |
| 18 | 218 | |
| 17 | 245 | |
| 16 | 230 | |
| 15 | 266 | |
| 14 | 219 | |
| 13 | 240 | |
| 12 | 236 | |
| 11 | 237 |
ProductID
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 110 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.416432 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7904462 |
|---|---|
| Coefficient of variation (CV) | 0.55589534 |
| Kurtosis | -1.214684 |
| Mean | 10.416432 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.018667501 |
| Sum | 118539 |
| Variance | 33.529267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 608 | 5.3% |
| 4 | 602 | 5.2% |
| 2 | 596 | 5.2% |
| 12 | 594 | 5.2% |
| 5 | 594 | 5.2% |
| 7 | 591 | 5.1% |
| 1 | 590 | 5.1% |
| 20 | 577 | 5.0% |
| 15 | 571 | 5.0% |
| 9 | 569 | 5.0% |
| Other values (10) | 5488 |
| Value | Count | Frequency (%) |
| 1 | 590 | |
| 2 | 596 | |
| 3 | 555 | |
| 4 | 602 | |
| 5 | 594 | |
| 6 | 564 | |
| 7 | 591 | |
| 8 | 535 | |
| 9 | 569 | |
| 10 | 556 |
| Value | Count | Frequency (%) |
| 20 | 577 | |
| 19 | 564 | |
| 18 | 538 | |
| 17 | 540 | |
| 16 | 608 | |
| 15 | 571 | |
| 14 | 523 | |
| 13 | 563 | |
| 12 | 594 | |
| 11 | 550 |
Missing 
| Distinct | 4586 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 6867 |
| Missing (%) | 59.8% |
| Memory size | 179.5 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.3928185 |
| Min length | 4 |
Unique
| Unique | 4550 ? |
|---|---|
| Unique (%) | 98.4% |
Sample
| 1st row | 1883-671 |
|---|---|
| 2nd row | 5280-532 |
| 3rd row | 1905-204 |
| 4th row | 2766-257 |
| 5th row | 5116-1524 |
| Value | Count | Frequency (%) |
| 226-10 | 3 | 0.1% |
| 69-5 | 2 | < 0.1% |
| 10-0 | 2 | < 0.1% |
| 163-3 | 2 | < 0.1% |
| 602-11 | 2 | < 0.1% |
| 158-3 | 2 | < 0.1% |
| 928-38 | 2 | < 0.1% |
| 1159-155 | 2 | < 0.1% |
| 6837-2251 | 2 | < 0.1% |
| 27-0 | 2 | < 0.1% |
| Other values (4576) | 4602 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4625 | |
| - | 4623 | |
| 2 | 3709 | |
| 3 | 3167 | |
| 4 | 3007 | |
| 5 | 2795 | |
| 6 | 2630 | |
| 7 | 2526 | |
| 8 | 2465 | |
| 9 | 2377 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34177 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4625 | |
| - | 4623 | |
| 2 | 3709 | |
| 3 | 3167 | |
| 4 | 3007 | |
| 5 | 2795 | |
| 6 | 2630 | |
| 7 | 2526 | |
| 8 | 2465 | |
| 9 | 2377 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34177 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4625 | |
| - | 4623 | |
| 2 | 3709 | |
| 3 | 3167 | |
| 4 | 3007 | |
| 5 | 2795 | |
| 6 | 2630 | |
| 7 | 2526 | |
| 8 | 2465 | |
| 9 | 2377 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34177 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4625 | |
| - | 4623 | |
| 2 | 3709 | |
| 3 | 3167 | |
| 4 | 3007 | |
| 5 | 2795 | |
| 6 | 2630 | |
| 7 | 2526 | |
| 8 | 2465 | |
| 9 | 2377 |
JourneyID
Real number (ℝ)
Missing  Uniform 
| Distinct | 3932 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 7479 |
| Missing (%) | 65.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1973.4538 |
| Minimum | 1 |
|---|---|
| Maximum | 3932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 198.5 |
| Q1 | 986.5 |
| median | 1977 |
| Q3 | 2958.5 |
| 95-th percentile | 3739.5 |
| Maximum | 3932 |
| Range | 3931 |
| Interquartile range (IQR) | 1972 |
Descriptive statistics
| Standard deviation | 1137.1585 |
|---|---|
| Coefficient of variation (CV) | 0.57622757 |
| Kurtosis | -1.2046707 |
| Mean | 1973.4538 |
| Median Absolute Deviation (MAD) | 986 |
| Skewness | -0.0073827951 |
| Sum | 7915523 |
| Variance | 1293129.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 494 | 2 | < 0.1% |
| 3559 | 2 | < 0.1% |
| 404 | 2 | < 0.1% |
| 3531 | 2 | < 0.1% |
| 1592 | 2 | < 0.1% |
| 443 | 2 | < 0.1% |
| 1533 | 2 | < 0.1% |
| 520 | 2 | < 0.1% |
| 3609 | 2 | < 0.1% |
| 3401 | 2 | < 0.1% |
| Other values (3922) | 3991 | |
| (Missing) | 7479 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 3932 | 1 | |
| 3931 | 1 | |
| 3930 | 2 | |
| 3929 | 1 | |
| 3928 | 1 | |
| 3927 | 1 | |
| 3926 | 1 | |
| 3925 | 1 | |
| 3924 | 1 | |
| 3923 | 1 |
CustomerID
Real number (ℝ)
Missing 
| Distinct | 100 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 4653 |
| Missing (%) | 40.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.502413 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 28 |
| median | 53 |
| Q3 | 78 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 28.463493 |
|---|---|
| Coefficient of variation (CV) | 0.54213686 |
| Kurtosis | -1.188781 |
| Mean | 52.502413 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.082053873 |
| Sum | 358959 |
| Variance | 810.17045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 105 | 0.9% |
| 84 | 98 | 0.9% |
| 93 | 91 | 0.8% |
| 22 | 90 | 0.8% |
| 92 | 86 | 0.7% |
| 70 | 86 | 0.7% |
| 82 | 85 | 0.7% |
| 88 | 84 | 0.7% |
| 24 | 84 | 0.7% |
| 46 | 83 | 0.7% |
| Other values (90) | 5945 | |
| (Missing) | 4653 |
| Value | Count | Frequency (%) |
| 1 | 46 | |
| 2 | 61 | |
| 3 | 63 | |
| 4 | 59 | |
| 5 | 52 | |
| 6 | 77 | |
| 7 | 60 | |
| 8 | 62 | |
| 9 | 42 | |
| 10 | 65 |
| Value | Count | Frequency (%) |
| 100 | 71 | |
| 99 | 61 | |
| 98 | 59 | |
| 97 | 61 | |
| 96 | 59 | |
| 95 | 74 | |
| 94 | 73 | |
| 93 | 91 | |
| 92 | 86 | |
| 91 | 69 |
VisitDate
Date
Missing 
| Distinct | 1065 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 7479 |
| Missing (%) | 65.1% |
| Memory size | 179.5 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2025-12-30 00:00:00 |
Stage
Categorical
Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 7479 |
| Missing (%) | 65.1% |
| Memory size | 179.5 KiB |
| Homepage | |
|---|---|
| ProductPage | |
| Checkout | |
| homepage | 85 |
| productpage | 74 |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 9.0800299 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Checkout |
|---|---|
| 2nd row | Checkout |
| 3rd row | ProductPage |
| 4th row | Checkout |
| 5th row | Homepage |
Common Values
| Value | Count | Frequency (%) |
| Homepage | 1692 | 14.7% |
| ProductPage | 1370 | 11.9% |
| Checkout | 748 | 6.5% |
| homepage | 85 | 0.7% |
| productpage | 74 | 0.6% |
| checkout | 42 | 0.4% |
| (Missing) | 7479 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| homepage | 1777 | |
| productpage | 1444 | |
| checkout | 790 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5788 | |
| o | 4011 | |
| a | 3221 | |
| g | 3221 | |
| P | 2740 | 7.5% |
| c | 2276 | 6.2% |
| u | 2234 | 6.1% |
| t | 2234 | 6.1% |
| p | 1925 | 5.3% |
| m | 1777 | 4.9% |
| Other values (6) | 6993 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36420 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5788 | |
| o | 4011 | |
| a | 3221 | |
| g | 3221 | |
| P | 2740 | 7.5% |
| c | 2276 | 6.2% |
| u | 2234 | 6.1% |
| t | 2234 | 6.1% |
| p | 1925 | 5.3% |
| m | 1777 | 4.9% |
| Other values (6) | 6993 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36420 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5788 | |
| o | 4011 | |
| a | 3221 | |
| g | 3221 | |
| P | 2740 | 7.5% |
| c | 2276 | 6.2% |
| u | 2234 | 6.1% |
| t | 2234 | 6.1% |
| p | 1925 | 5.3% |
| m | 1777 | 4.9% |
| Other values (6) | 6993 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36420 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5788 | |
| o | 4011 | |
| a | 3221 | |
| g | 3221 | |
| P | 2740 | 7.5% |
| c | 2276 | 6.2% |
| u | 2234 | 6.1% |
| t | 2234 | 6.1% |
| p | 1925 | 5.3% |
| m | 1777 | 4.9% |
| Other values (6) | 6993 |
Action
Categorical
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 7479 |
| Missing (%) | 65.1% |
| Memory size | 179.5 KiB |
| View | |
|---|---|
| Click | |
| Drop-off | |
| Purchase | 200 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 5.0805285 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Drop-off |
|---|---|
| 2nd row | Drop-off |
| 3rd row | View |
| 4th row | Drop-off |
| 5th row | Click |
Common Values
| Value | Count | Frequency (%) |
| View | 2116 | 18.4% |
| Click | 1082 | 9.4% |
| Drop-off | 613 | 5.3% |
| Purchase | 200 | 1.7% |
| (Missing) | 7479 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| view | 2116 | |
| click | 1082 | |
| drop-off | 613 | 15.3% |
| purchase | 200 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 3198 | |
| e | 2316 | |
| V | 2116 | |
| w | 2116 | |
| c | 1282 | 6.3% |
| o | 1226 | 6.0% |
| f | 1226 | 6.0% |
| C | 1082 | 5.3% |
| l | 1082 | 5.3% |
| k | 1082 | 5.3% |
| Other values (9) | 3652 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20378 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 3198 | |
| e | 2316 | |
| V | 2116 | |
| w | 2116 | |
| c | 1282 | 6.3% |
| o | 1226 | 6.0% |
| f | 1226 | 6.0% |
| C | 1082 | 5.3% |
| l | 1082 | 5.3% |
| k | 1082 | 5.3% |
| Other values (9) | 3652 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20378 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 3198 | |
| e | 2316 | |
| V | 2116 | |
| w | 2116 | |
| c | 1282 | 6.3% |
| o | 1226 | 6.0% |
| f | 1226 | 6.0% |
| C | 1082 | 5.3% |
| l | 1082 | 5.3% |
| k | 1082 | 5.3% |
| Other values (9) | 3652 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20378 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 3198 | |
| e | 2316 | |
| V | 2116 | |
| w | 2116 | |
| c | 1282 | 6.3% |
| o | 1226 | 6.0% |
| f | 1226 | 6.0% |
| C | 1082 | 5.3% |
| l | 1082 | 5.3% |
| k | 1082 | 5.3% |
| Other values (9) | 3652 |
Duration
Real number (ℝ)
Missing 
| Distinct | 291 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 8092 |
| Missing (%) | 70.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.51324 |
| Minimum | 10 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 86 |
| median | 157 |
| Q3 | 228 |
| 95-th percentile | 285 |
| Maximum | 300 |
| Range | 290 |
| Interquartile range (IQR) | 142 |
Descriptive statistics
| Standard deviation | 83.213779 |
|---|---|
| Coefficient of variation (CV) | 0.53167245 |
| Kurtosis | -1.1793027 |
| Mean | 156.51324 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | -0.04341425 |
| Sum | 531832 |
| Variance | 6924.5331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 201 | 21 | 0.2% |
| 23 | 20 | 0.2% |
| 136 | 20 | 0.2% |
| 56 | 20 | 0.2% |
| 108 | 20 | 0.2% |
| 217 | 19 | 0.2% |
| 216 | 19 | 0.2% |
| 255 | 19 | 0.2% |
| 21 | 18 | 0.2% |
| 69 | 18 | 0.2% |
| Other values (281) | 3204 | 27.9% |
| (Missing) | 8092 |
| Value | Count | Frequency (%) |
| 10 | 15 | |
| 11 | 8 | |
| 12 | 8 | |
| 13 | 14 | |
| 14 | 12 | |
| 15 | 11 | |
| 16 | 14 | |
| 17 | 10 | |
| 18 | 12 | |
| 19 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 8 | |
| 299 | 7 | |
| 298 | 10 | |
| 297 | 8 | |
| 296 | 12 | |
| 295 | 13 | |
| 294 | 11 | |
| 293 | 9 | |
| 292 | 12 | |
| 291 | 11 |
CustomerName
Text
Missing 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11390 |
| Missing (%) | 99.1% |
| Memory size | 179.5 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 12.95 |
| Min length | 10 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Emma Anderson |
|---|---|
| 2nd row | Sarah Brown |
| 3rd row | Robert Hernandez |
| 4th row | David Garcia |
| 5th row | Emma Miller |
| Value | Count | Frequency (%) |
| gonzalez | 10 | 5.0% |
| emma | 10 | 5.0% |
| hernandez | 10 | 5.0% |
| rodriguez | 9 | 4.5% |
| david | 9 | 4.5% |
| olivia | 9 | 4.5% |
| john | 8 | 4.0% |
| james | 8 | 4.0% |
| thomas | 8 | 4.0% |
| jane | 7 | 3.5% |
| Other values (22) | 112 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 138 | 10.7% |
| e | 106 | 8.2% |
| i | 102 | 7.9% |
| 100 | 7.7% | |
| n | 88 | 6.8% |
| o | 80 | 6.2% |
| l | 77 | 5.9% |
| r | 64 | 4.9% |
| s | 53 | 4.1% |
| m | 51 | 3.9% |
| Other values (29) | 436 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1295 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | 10.7% |
| e | 106 | 8.2% |
| i | 102 | 7.9% |
| 100 | 7.7% | |
| n | 88 | 6.8% |
| o | 80 | 6.2% |
| l | 77 | 5.9% |
| r | 64 | 4.9% |
| s | 53 | 4.1% |
| m | 51 | 3.9% |
| Other values (29) | 436 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1295 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | 10.7% |
| e | 106 | 8.2% |
| i | 102 | 7.9% |
| 100 | 7.7% | |
| n | 88 | 6.8% |
| o | 80 | 6.2% |
| l | 77 | 5.9% |
| r | 64 | 4.9% |
| s | 53 | 4.1% |
| m | 51 | 3.9% |
| Other values (29) | 436 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1295 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | 10.7% |
| e | 106 | 8.2% |
| i | 102 | 7.9% |
| 100 | 7.7% | |
| n | 88 | 6.8% |
| o | 80 | 6.2% |
| l | 77 | 5.9% |
| r | 64 | 4.9% |
| s | 53 | 4.1% |
| m | 51 | 3.9% |
| Other values (29) | 436 |
Email
Text
Missing 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11390 |
| Missing (%) | 99.1% |
| Memory size | 179.5 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 27 |
| Mean length | 24.95 |
| Min length | 22 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | emma.anderson@example.com |
|---|---|
| 2nd row | sarah.brown@example.com |
| 3rd row | robert.hernandez@example.com |
| 4th row | david.garcia@example.com |
| 5th row | emma.miller@example.com |
| Value | Count | Frequency (%) |
| sarah.martinez@example.com | 1 | 1.0% |
| michael.smith@example.com | 1 | 1.0% |
| sarah.brown@example.com | 1 | 1.0% |
| robert.hernandez@example.com | 1 | 1.0% |
| david.garcia@example.com | 1 | 1.0% |
| emma.miller@example.com | 1 | 1.0% |
| daniel.rodriguez@example.com | 1 | 1.0% |
| laura.miller@example.com | 1 | 1.0% |
| james.gonzalez@example.com | 1 | 1.0% |
| emily.thomas@example.com | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 323 | |
| m | 269 | |
| a | 248 | 9.9% |
| . | 200 | 8.0% |
| l | 190 | 7.6% |
| o | 189 | 7.6% |
| c | 117 | 4.7% |
| p | 111 | 4.4% |
| i | 106 | 4.2% |
| x | 105 | 4.2% |
| Other values (15) | 637 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2495 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 323 | |
| m | 269 | |
| a | 248 | 9.9% |
| . | 200 | 8.0% |
| l | 190 | 7.6% |
| o | 189 | 7.6% |
| c | 117 | 4.7% |
| p | 111 | 4.4% |
| i | 106 | 4.2% |
| x | 105 | 4.2% |
| Other values (15) | 637 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2495 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 323 | |
| m | 269 | |
| a | 248 | 9.9% |
| . | 200 | 8.0% |
| l | 190 | 7.6% |
| o | 189 | 7.6% |
| c | 117 | 4.7% |
| p | 111 | 4.4% |
| i | 106 | 4.2% |
| x | 105 | 4.2% |
| Other values (15) | 637 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2495 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 323 | |
| m | 269 | |
| a | 248 | 9.9% |
| . | 200 | 8.0% |
| l | 190 | 7.6% |
| o | 189 | 7.6% |
| c | 117 | 4.7% |
| p | 111 | 4.4% |
| i | 106 | 4.2% |
| x | 105 | 4.2% |
| Other values (15) | 637 |
Gender
Categorical
Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 11390 |
| Missing (%) | 99.1% |
| Memory size | 179.5 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.08 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 54 | 0.5% |
| Male | 46 | 0.4% |
| (Missing) | 11390 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 54 | |
| male | 46 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 154 | |
| a | 100 | |
| l | 100 | |
| F | 54 | 10.6% |
| m | 54 | 10.6% |
| M | 46 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 508 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 154 | |
| a | 100 | |
| l | 100 | |
| F | 54 | 10.6% |
| m | 54 | 10.6% |
| M | 46 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 508 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 154 | |
| a | 100 | |
| l | 100 | |
| F | 54 | 10.6% |
| m | 54 | 10.6% |
| M | 46 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 508 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 154 | |
| a | 100 | |
| l | 100 | |
| F | 54 | 10.6% |
| m | 54 | 10.6% |
| M | 46 | 9.1% |
Age
Real number (ℝ)
Missing 
| Distinct | 45 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 11390 |
| Missing (%) | 99.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.99 |
| Minimum | 18 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 31 |
| median | 41 |
| Q3 | 53 |
| 95-th percentile | 67 |
| Maximum | 69 |
| Range | 51 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 14.259142 |
|---|---|
| Coefficient of variation (CV) | 0.33958423 |
| Kurtosis | -1.0129934 |
| Mean | 41.99 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.23025626 |
| Sum | 4199 |
| Variance | 203.32313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 5 | < 0.1% |
| 41 | 5 | < 0.1% |
| 25 | 4 | < 0.1% |
| 31 | 4 | < 0.1% |
| 53 | 4 | < 0.1% |
| 43 | 4 | < 0.1% |
| 38 | 3 | < 0.1% |
| 34 | 3 | < 0.1% |
| 24 | 3 | < 0.1% |
| 48 | 3 | < 0.1% |
| Other values (35) | 62 | 0.5% |
| (Missing) | 11390 |
| Value | Count | Frequency (%) |
| 18 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 22 | 3 | |
| 23 | 1 | < 0.1% |
| 24 | 3 | |
| 25 | 4 | |
| 26 | 5 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69 | 2 | |
| 68 | 1 | < 0.1% |
| 67 | 3 | |
| 66 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 63 | 3 | |
| 62 | 2 | |
| 61 | 1 | < 0.1% |
| 60 | 3 | |
| 59 | 1 | < 0.1% |
GeographyID
Real number (ℝ)
Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 11380 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3363636 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8163262 |
|---|---|
| Coefficient of variation (CV) | 0.52776129 |
| Kurtosis | -1.0855717 |
| Mean | 5.3363636 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1306785 |
| Sum | 587 |
| Variance | 7.9316931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 19 | 0.2% |
| 5 | 13 | 0.1% |
| 2 | 12 | 0.1% |
| 10 | 11 | 0.1% |
| 1 | 11 | 0.1% |
| 6 | 10 | 0.1% |
| 7 | 10 | 0.1% |
| 8 | 9 | 0.1% |
| 9 | 9 | 0.1% |
| 3 | 6 | 0.1% |
| (Missing) | 11380 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 12 | |
| 3 | 6 | 0.1% |
| 4 | 19 | |
| 5 | 13 | |
| 6 | 10 | |
| 7 | 10 | |
| 8 | 9 | |
| 9 | 9 | |
| 10 | 11 |
| Value | Count | Frequency (%) |
| 10 | 11 | |
| 9 | 9 | |
| 8 | 9 | |
| 7 | 10 | |
| 6 | 10 | |
| 5 | 13 | |
| 4 | 19 | |
| 3 | 6 | 0.1% |
| 2 | 12 | |
| 1 | 11 |
ReviewID
Real number (ℝ)
Missing  Uniform 
| Distinct | 1363 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 8764 |
| Missing (%) | 76.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 682 |
| Minimum | 1 |
|---|---|
| Maximum | 1363 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 341.25 |
| median | 682 |
| Q3 | 1022.75 |
| 95-th percentile | 1295 |
| Maximum | 1363 |
| Range | 1362 |
| Interquartile range (IQR) | 681.5 |
Descriptive statistics
| Standard deviation | 393.53629 |
|---|---|
| Coefficient of variation (CV) | 0.57703269 |
| Kurtosis | -1.200001 |
| Mean | 682 |
| Median Absolute Deviation (MAD) | 341 |
| Skewness | 0 |
| Sum | 1859132 |
| Variance | 154870.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 907 | 2 | < 0.1% |
| 915 | 2 | < 0.1% |
| 914 | 2 | < 0.1% |
| 913 | 2 | < 0.1% |
| 912 | 2 | < 0.1% |
| 911 | 2 | < 0.1% |
| 910 | 2 | < 0.1% |
| 909 | 2 | < 0.1% |
| 908 | 2 | < 0.1% |
| 906 | 2 | < 0.1% |
| Other values (1353) | 2706 | 23.6% |
| (Missing) | 8764 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 | |
| 10 | 2 |
| Value | Count | Frequency (%) |
| 1363 | 2 | |
| 1362 | 2 | |
| 1361 | 2 | |
| 1360 | 2 | |
| 1359 | 2 | |
| 1358 | 2 | |
| 1357 | 2 | |
| 1356 | 2 | |
| 1355 | 2 | |
| 1354 | 2 |
ReviewDate
Date
Missing 
| Distinct | 793 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 8764 |
| Missing (%) | 76.3% |
| Memory size | 179.5 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2025-12-31 00:00:00 |
Rating
Categorical
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8764 |
| Missing (%) | 76.3% |
| Memory size | 179.5 KiB |
| 4.0 | |
|---|---|
| 5.0 | |
| 3.0 | |
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 4.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 862 | 7.5% |
| 5.0 | 818 | 7.1% |
| 3.0 | 580 | 5.0% |
| 2.0 | 306 | 2.7% |
| 1.0 | 160 | 1.4% |
| (Missing) | 8764 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 862 | |
| 5.0 | 818 | |
| 3.0 | 580 | |
| 2.0 | 306 | 11.2% |
| 1.0 | 160 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2726 | |
| 0 | 2726 | |
| 4 | 862 | 10.5% |
| 5 | 818 | 10.0% |
| 3 | 580 | 7.1% |
| 2 | 306 | 3.7% |
| 1 | 160 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8178 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 2726 | |
| 0 | 2726 | |
| 4 | 862 | 10.5% |
| 5 | 818 | 10.0% |
| 3 | 580 | 7.1% |
| 2 | 306 | 3.7% |
| 1 | 160 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8178 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 2726 | |
| 0 | 2726 | |
| 4 | 862 | 10.5% |
| 5 | 818 | 10.0% |
| 3 | 580 | 7.1% |
| 2 | 306 | 3.7% |
| 1 | 160 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8178 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 2726 | |
| 0 | 2726 | |
| 4 | 862 | 10.5% |
| 5 | 818 | 10.0% |
| 3 | 580 | 7.1% |
| 2 | 306 | 3.7% |
| 1 | 160 | 2.0% |
ReviewText
Text
Missing 
| Distinct | 102 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 8764 |
| Missing (%) | 76.3% |
| Memory size | 179.5 KiB |
Length
| Max length | 65 |
|---|---|
| Median length | 55 |
| Mean length | 38.768892 |
| Min length | 23 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Average experience, nothing special. |
|---|---|
| 2nd row | The quality is top-notch. |
| 3rd row | Five stars for the quick delivery. |
| 4th row | Good quality, but could be cheaper. |
| 5th row | Average experience, nothing special. |
| Value | Count | Frequency (%) |
| the | 1492 | 10.2% |
| product | 658 | 4.5% |
| quality | 598 | 4.1% |
| was | 596 | 4.1% |
| is | 500 | 3.4% |
| very | 438 | 3.0% |
| but | 390 | 2.7% |
| not | 338 | 2.3% |
| for | 280 | 1.9% |
| customer | 246 | 1.7% |
| Other values (70) | 9050 |
Most occurring characters
| Value | Count | Frequency (%) |
| 25100 | ||
| e | 9218 | 8.7% |
| t | 6548 | 6.2% |
| i | 5318 | 5.0% |
| a | 4778 | 4.5% |
| r | 4658 | 4.4% |
| o | 4582 | 4.3% |
| s | 4004 | 3.8% |
| u | 3720 | 3.5% |
| h | 3546 | 3.4% |
| Other values (31) | 34212 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 105684 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 25100 | ||
| e | 9218 | 8.7% |
| t | 6548 | 6.2% |
| i | 5318 | 5.0% |
| a | 4778 | 4.5% |
| r | 4658 | 4.4% |
| o | 4582 | 4.3% |
| s | 4004 | 3.8% |
| u | 3720 | 3.5% |
| h | 3546 | 3.4% |
| Other values (31) | 34212 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 105684 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 25100 | ||
| e | 9218 | 8.7% |
| t | 6548 | 6.2% |
| i | 5318 | 5.0% |
| a | 4778 | 4.5% |
| r | 4658 | 4.4% |
| o | 4582 | 4.3% |
| s | 4004 | 3.8% |
| u | 3720 | 3.5% |
| h | 3546 | 3.4% |
| Other values (31) | 34212 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 105684 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 25100 | ||
| e | 9218 | 8.7% |
| t | 6548 | 6.2% |
| i | 5318 | 5.0% |
| a | 4778 | 4.5% |
| r | 4658 | 4.4% |
| o | 4582 | 4.3% |
| s | 4004 | 3.8% |
| u | 3720 | 3.5% |
| h | 3546 | 3.4% |
| Other values (31) | 34212 |
ProductName
Text
Missing 
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11470 |
| Missing (%) | 99.8% |
| Memory size | 179.5 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 11.25 |
| Min length | 5 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Running Shoes |
|---|---|
| 2nd row | Fitness Tracker |
| 3rd row | Yoga Mat |
| 4th row | Dumbbells |
| 5th row | Soccer Ball |
| Value | Count | Frequency (%) |
| helmet | 2 | 5.7% |
| ski | 1 | 2.9% |
| soccer | 1 | 2.9% |
| glove | 1 | 2.9% |
| football | 1 | 2.9% |
| basketball | 1 | 2.9% |
| tennis | 1 | 2.9% |
| racket | 1 | 2.9% |
| ball | 1 | 2.9% |
| shoes | 1 | 2.9% |
| Other values (24) | 24 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 23 | 10.2% |
| e | 21 | 9.3% |
| o | 16 | 7.1% |
| a | 15 | 6.7% |
| 15 | 6.7% | |
| s | 12 | 5.3% |
| i | 10 | 4.4% |
| t | 10 | 4.4% |
| n | 9 | 4.0% |
| b | 9 | 4.0% |
| Other values (28) | 85 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 225 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 23 | 10.2% |
| e | 21 | 9.3% |
| o | 16 | 7.1% |
| a | 15 | 6.7% |
| 15 | 6.7% | |
| s | 12 | 5.3% |
| i | 10 | 4.4% |
| t | 10 | 4.4% |
| n | 9 | 4.0% |
| b | 9 | 4.0% |
| Other values (28) | 85 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 225 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 23 | 10.2% |
| e | 21 | 9.3% |
| o | 16 | 7.1% |
| a | 15 | 6.7% |
| 15 | 6.7% | |
| s | 12 | 5.3% |
| i | 10 | 4.4% |
| t | 10 | 4.4% |
| n | 9 | 4.0% |
| b | 9 | 4.0% |
| Other values (28) | 85 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 225 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 23 | 10.2% |
| e | 21 | 9.3% |
| o | 16 | 7.1% |
| a | 15 | 6.7% |
| 15 | 6.7% | |
| s | 12 | 5.3% |
| i | 10 | 4.4% |
| t | 10 | 4.4% |
| n | 9 | 4.0% |
| b | 9 | 4.0% |
| Other values (28) | 85 |
Category
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 11470 |
| Missing (%) | 99.8% |
| Memory size | 179.5 KiB |
| Sports |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sports |
|---|---|
| 2nd row | Sports |
| 3rd row | Sports |
| 4th row | Sports |
| 5th row | Sports |
Common Values
| Value | Count | Frequency (%) |
| Sports | 20 | 0.2% |
| (Missing) | 11470 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sports | 20 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 20 | |
| p | 20 | |
| o | 20 | |
| r | 20 | |
| t | 20 | |
| s | 20 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 120 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 20 | |
| p | 20 | |
| o | 20 | |
| r | 20 | |
| t | 20 | |
| s | 20 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 120 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 20 | |
| p | 20 | |
| o | 20 | |
| r | 20 | |
| t | 20 | |
| s | 20 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 120 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 20 | |
| p | 20 | |
| o | 20 | |
| r | 20 | |
| t | 20 | |
| s | 20 |
Price
Real number (ℝ)
Missing 
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11470 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 205.4055 |
| Minimum | 26.21 |
|---|---|
| Maximum | 485.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | 26.21 |
|---|---|
| 5-th percentile | 35.577 |
| Q1 | 44.2625 |
| median | 210.215 |
| Q3 | 288.4125 |
| 95-th percentile | 472.97 |
| Maximum | 485.32 |
| Range | 459.11 |
| Interquartile range (IQR) | 244.15 |
Descriptive statistics
| Standard deviation | 149.46182 |
|---|---|
| Coefficient of variation (CV) | 0.72764271 |
| Kurtosis | -0.85330248 |
| Mean | 205.4055 |
| Median Absolute Deviation (MAD) | 129.305 |
| Skewness | 0.42295537 |
| Sum | 4108.11 |
| Variance | 22338.834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 340.2 | 1 | < 0.1% |
| 173.83 | 1 | < 0.1% |
| 42.8 | 1 | < 0.1% |
| 275.43 | 1 | < 0.1% |
| 259.4 | 1 | < 0.1% |
| 410.17 | 1 | < 0.1% |
| 472.32 | 1 | < 0.1% |
| 145.97 | 1 | < 0.1% |
| 37.56 | 1 | < 0.1% |
| 81.59 | 1 | < 0.1% |
| Other values (10) | 10 | 0.1% |
| (Missing) | 11470 |
| Value | Count | Frequency (%) |
| 26.21 | 1 | |
| 36.07 | 1 | |
| 37.56 | 1 | |
| 41.26 | 1 | |
| 42.8 | 1 | |
| 44.75 | 1 | |
| 81.59 | 1 | |
| 145.97 | 1 | |
| 173.83 | 1 | |
| 196.68 | 1 |
| Value | Count | Frequency (%) |
| 485.32 | 1 | |
| 472.32 | 1 | |
| 410.17 | 1 | |
| 340.2 | 1 | |
| 327.36 | 1 | |
| 275.43 | 1 | |
| 262.32 | 1 | |
| 259.4 | 1 | |
| 225.12 | 1 | |
| 223.75 | 1 |
SentimentScore
Real number (ℝ)
Missing  Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 10127 |
| Missing (%) | 88.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19265899 |
| Minimum | -0.6288 |
|---|---|
| Maximum | 0.8016 |
| Zeros | 442 |
| Zeros (%) | 3.8% |
| Negative | 335 |
| Negative (%) | 2.9% |
| Memory size | 179.5 KiB |
Quantile statistics
| Minimum | -0.6288 |
|---|---|
| 5-th percentile | -0.3089 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.6696 |
| 95-th percentile | 0.8016 |
| Maximum | 0.8016 |
| Range | 1.4304 |
| Interquartile range (IQR) | 0.6696 |
Descriptive statistics
| Standard deviation | 0.40310841 |
|---|---|
| Coefficient of variation (CV) | 2.0923416 |
| Kurtosis | -1.2822935 |
| Mean | 0.19265899 |
| Median Absolute Deviation (MAD) | 0.2382 |
| Skewness | 0.25010414 |
| Sum | 262.5942 |
| Variance | 0.16249639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 442 | 3.8% |
| 0.2382 | 122 | 1.1% |
| 0.6997 | 114 | 1.0% |
| -0.1695 | 113 | 1.0% |
| 0.8016 | 105 | 0.9% |
| 0.6696 | 99 | 0.9% |
| -0.3089 | 91 | 0.8% |
| -0.2617 | 73 | 0.6% |
| 0.5106 | 56 | 0.5% |
| 0.7773 | 54 | 0.5% |
| Other values (5) | 94 | 0.8% |
| (Missing) | 10127 |
| Value | Count | Frequency (%) |
| -0.6288 | 9 | 0.1% |
| -0.5423 | 9 | 0.1% |
| -0.4767 | 31 | 0.3% |
| -0.3089 | 91 | 0.8% |
| -0.2617 | 73 | 0.6% |
| -0.2263 | 9 | 0.1% |
| -0.1695 | 113 | 1.0% |
| 0 | 442 | |
| 0.2382 | 122 | 1.1% |
| 0.5106 | 56 | 0.5% |
| Value | Count | Frequency (%) |
| 0.8016 | 105 | 0.9% |
| 0.7773 | 54 | 0.5% |
| 0.7351 | 36 | 0.3% |
| 0.6997 | 114 | 1.0% |
| 0.6696 | 99 | 0.9% |
| 0.5106 | 56 | 0.5% |
| 0.2382 | 122 | 1.1% |
| 0 | 442 | |
| -0.1695 | 113 | 1.0% |
| -0.2263 | 9 | 0.1% |
SentimentCategory
Categorical
Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 10127 |
| Missing (%) | 88.1% |
| Memory size | 179.5 KiB |
| Positive | |
|---|---|
| Negative | |
| Mixed Negative | |
| Mixed Positive | |
| Neutral | 15 |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 9.2303742 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mixed Negative |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Mixed Positive |
| 5th row | Mixed Negative |
Common Values
| Value | Count | Frequency (%) |
| Positive | 840 | 7.3% |
| Negative | 226 | 2.0% |
| Mixed Negative | 196 | 1.7% |
| Mixed Positive | 86 | 0.7% |
| Neutral | 15 | 0.1% |
| (Missing) | 10127 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| positive | 926 | |
| negative | 422 | |
| mixed | 282 | 17.1% |
| neutral | 15 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2556 | |
| e | 2067 | |
| t | 1363 | |
| v | 1348 | |
| P | 926 | 7.4% |
| s | 926 | 7.4% |
| o | 926 | 7.4% |
| a | 437 | 3.5% |
| N | 437 | 3.5% |
| g | 422 | 3.4% |
| Other values (7) | 1173 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12581 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 2556 | |
| e | 2067 | |
| t | 1363 | |
| v | 1348 | |
| P | 926 | 7.4% |
| s | 926 | 7.4% |
| o | 926 | 7.4% |
| a | 437 | 3.5% |
| N | 437 | 3.5% |
| g | 422 | 3.4% |
| Other values (7) | 1173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12581 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 2556 | |
| e | 2067 | |
| t | 1363 | |
| v | 1348 | |
| P | 926 | 7.4% |
| s | 926 | 7.4% |
| o | 926 | 7.4% |
| a | 437 | 3.5% |
| N | 437 | 3.5% |
| g | 422 | 3.4% |
| Other values (7) | 1173 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12581 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 2556 | |
| e | 2067 | |
| t | 1363 | |
| v | 1348 | |
| P | 926 | 7.4% |
| s | 926 | 7.4% |
| o | 926 | 7.4% |
| a | 437 | 3.5% |
| N | 437 | 3.5% |
| g | 422 | 3.4% |
| Other values (7) | 1173 |
SentimentBucket
Categorical
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 10127 |
| Missing (%) | 88.1% |
| Memory size | 179.5 KiB |
| 0.0 to 0.49 | |
|---|---|
| 0.5 to 1.0 | |
| -0.49 to 0.0 | |
| -1.0 to -0.5 | 18 |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 10.905356 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.49 to 0.0 |
|---|---|
| 2nd row | 0.0 to 0.49 |
| 3rd row | 0.0 to 0.49 |
| 4th row | 0.0 to 0.49 |
| 5th row | -0.49 to 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 to 0.49 | 564 | 4.9% |
| 0.5 to 1.0 | 464 | 4.0% |
| -0.49 to 0.0 | 317 | 2.8% |
| -1.0 to -0.5 | 18 | 0.2% |
| (Missing) | 10127 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| to | 1363 | |
| 0.0 | 881 | |
| 0.49 | 881 | |
| 0.5 | 482 | 11.8% |
| 1.0 | 482 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3607 | |
| . | 2726 | |
| 2726 | ||
| t | 1363 | 9.2% |
| o | 1363 | 9.2% |
| 4 | 881 | 5.9% |
| 9 | 881 | 5.9% |
| 5 | 482 | 3.2% |
| 1 | 482 | 3.2% |
| - | 353 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14864 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3607 | |
| . | 2726 | |
| 2726 | ||
| t | 1363 | 9.2% |
| o | 1363 | 9.2% |
| 4 | 881 | 5.9% |
| 9 | 881 | 5.9% |
| 5 | 482 | 3.2% |
| 1 | 482 | 3.2% |
| - | 353 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14864 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3607 | |
| . | 2726 | |
| 2726 | ||
| t | 1363 | 9.2% |
| o | 1363 | 9.2% |
| 4 | 881 | 5.9% |
| 9 | 881 | 5.9% |
| 5 | 482 | 3.2% |
| 1 | 482 | 3.2% |
| - | 353 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14864 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3607 | |
| . | 2726 | |
| 2726 | ||
| t | 1363 | 9.2% |
| o | 1363 | 9.2% |
| 4 | 881 | 5.9% |
| 9 | 881 | 5.9% |
| 5 | 482 | 3.2% |
| 1 | 482 | 3.2% |
| - | 353 | 2.4% |
Country
Text
Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11480 |
| Missing (%) | 99.9% |
| Memory size | 179.5 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 6.5 |
| Mean length | 6.7 |
| Min length | 2 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | UK |
|---|---|
| 2nd row | Germany |
| 3rd row | France |
| 4th row | Spain |
| 5th row | Italy |
| Value | Count | Frequency (%) |
| uk | 1 | |
| germany | 1 | |
| france | 1 | |
| spain | 1 | |
| italy | 1 | |
| netherlands | 1 | |
| belgium | 1 | |
| sweden | 1 | |
| switzerland | 1 | |
| austria | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8 | 11.9% |
| a | 7 | 10.4% |
| n | 6 | 9.0% |
| r | 5 | 7.5% |
| i | 4 | 6.0% |
| l | 4 | 6.0% |
| t | 4 | 6.0% |
| S | 3 | 4.5% |
| d | 3 | 4.5% |
| u | 2 | 3.0% |
| Other values (17) | 21 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 67 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8 | 11.9% |
| a | 7 | 10.4% |
| n | 6 | 9.0% |
| r | 5 | 7.5% |
| i | 4 | 6.0% |
| l | 4 | 6.0% |
| t | 4 | 6.0% |
| S | 3 | 4.5% |
| d | 3 | 4.5% |
| u | 2 | 3.0% |
| Other values (17) | 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 67 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8 | 11.9% |
| a | 7 | 10.4% |
| n | 6 | 9.0% |
| r | 5 | 7.5% |
| i | 4 | 6.0% |
| l | 4 | 6.0% |
| t | 4 | 6.0% |
| S | 3 | 4.5% |
| d | 3 | 4.5% |
| u | 2 | 3.0% |
| Other values (17) | 21 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 67 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8 | 11.9% |
| a | 7 | 10.4% |
| n | 6 | 9.0% |
| r | 5 | 7.5% |
| i | 4 | 6.0% |
| l | 4 | 6.0% |
| t | 4 | 6.0% |
| S | 3 | 4.5% |
| d | 3 | 4.5% |
| u | 2 | 3.0% |
| Other values (17) | 21 |
City
Text
Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11480 |
| Missing (%) | 99.9% |
| Memory size | 179.5 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8.5 |
| Mean length | 6.5 |
| Min length | 4 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | London |
|---|---|
| 2nd row | Berlin |
| 3rd row | Paris |
| 4th row | Madrid |
| 5th row | Rome |
| Value | Count | Frequency (%) |
| london | 1 | |
| berlin | 1 | |
| paris | 1 | |
| madrid | 1 | |
| rome | 1 | |
| amsterdam | 1 | |
| brussels | 1 | |
| stockholm | 1 | |
| zurich | 1 | |
| vienna | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 6 | 9.2% |
| n | 5 | 7.7% |
| e | 5 | 7.7% |
| i | 5 | 7.7% |
| s | 5 | 7.7% |
| o | 5 | 7.7% |
| d | 4 | 6.2% |
| a | 4 | 6.2% |
| m | 4 | 6.2% |
| l | 3 | 4.6% |
| Other values (14) | 19 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 65 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 6 | 9.2% |
| n | 5 | 7.7% |
| e | 5 | 7.7% |
| i | 5 | 7.7% |
| s | 5 | 7.7% |
| o | 5 | 7.7% |
| d | 4 | 6.2% |
| a | 4 | 6.2% |
| m | 4 | 6.2% |
| l | 3 | 4.6% |
| Other values (14) | 19 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 65 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 6 | 9.2% |
| n | 5 | 7.7% |
| e | 5 | 7.7% |
| i | 5 | 7.7% |
| s | 5 | 7.7% |
| o | 5 | 7.7% |
| d | 4 | 6.2% |
| a | 4 | 6.2% |
| m | 4 | 6.2% |
| l | 3 | 4.6% |
| Other values (14) | 19 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 65 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 6 | 9.2% |
| n | 5 | 7.7% |
| e | 5 | 7.7% |
| i | 5 | 7.7% |
| s | 5 | 7.7% |
| o | 5 | 7.7% |
| d | 4 | 6.2% |
| a | 4 | 6.2% |
| m | 4 | 6.2% |
| l | 3 | 4.6% |
| Other values (14) | 19 |
Interactions
Missing values
Sample
| EngagementID | ContentID | ContentType | Likes | EngagementDate | CampaignID | ProductID | ViewsClicksCombined | JourneyID | CustomerID | VisitDate | Stage | Action | Duration | CustomerName | Gender | Age | GeographyID | ReviewID | ReviewDate | Rating | ReviewText | ProductName | Category | Price | SentimentScore | SentimentCategory | SentimentBucket | Country | City | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 39.0 | Blog | 190.0 | 2023-08-30 | 1.0 | 9.0 | 1883-671 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2.0 | 48.0 | Blog | 114.0 | 2023-03-28 | 18.0 | 20.0 | 5280-532 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 3.0 | 16.0 | video | 32.0 | 2023-12-08 | 7.0 | 14.0 | 1905-204 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 4.0 | 43.0 | Video | 17.0 | 2025-01-21 | 19.0 | 20.0 | 2766-257 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 5.0 | 16.0 | newsletter | 306.0 | 2024-02-21 | 6.0 | 15.0 | 5116-1524 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 6.0 | 32.0 | Socialmedia | 648.0 | 2023-06-18 | 18.0 | 19.0 | 8237-1641 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 7.0 | 33.0 | SOCIALMEDIA | 1.0 | 2025-10-01 | 12.0 | 2.0 | 750-34 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 8.0 | 47.0 | Blog | 1.0 | 2025-03-31 | 17.0 | 6.0 | 891-35 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 9.0 | 48.0 | blog | 123.0 | 2024-03-19 | 13.0 | 16.0 | 5571-1527 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 10.0 | 4.0 | Blog | 25.0 | 2023-12-03 | 15.0 | 15.0 | 4279-297 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| EngagementID | ContentID | ContentType | Likes | EngagementDate | CampaignID | ProductID | ViewsClicksCombined | JourneyID | CustomerID | VisitDate | Stage | Action | Duration | CustomerName | Gender | Age | GeographyID | ReviewID | ReviewDate | Rating | ReviewText | ProductName | Category | Price | SentimentScore | SentimentCategory | SentimentBucket | Country | City | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | UK | London |
| 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Germany | Berlin |
| 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | France | Paris |
| 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Spain | Madrid |
| 4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Italy | Rome |
| 5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Netherlands | Amsterdam |
| 6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Belgium | Brussels |
| 7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Sweden | Stockholm |
| 8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Switzerland | Zurich |
| 9 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Austria | Vienna |
Duplicate rows
Most frequently occurring
| EngagementID | ContentID | ContentType | Likes | EngagementDate | CampaignID | ProductID | ViewsClicksCombined | JourneyID | CustomerID | VisitDate | Stage | Action | Duration | CustomerName | Gender | Age | GeographyID | ReviewID | ReviewDate | Rating | ReviewText | ProductName | Category | Price | SentimentScore | SentimentCategory | SentimentBucket | Country | City | # duplicates | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 23.0 | 58.0 | 2023-07-05 | Homepage | View | 48.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 1 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 3643.0 | 32.0 | 2025-10-12 | ProductPage | Click | 205.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 2 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 2501.0 | 79.0 | 2023-08-14 | ProductPage | View | 146.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 3 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 2759.0 | 81.0 | 2024-08-23 | Homepage | View | 288.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 4 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 2837.0 | 75.0 | 2023-06-13 | ProductPage | View | 195.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 5 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 2935.0 | 99.0 | 2023-04-05 | Homepage | Click | 82.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 6 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 3576.0 | 97.0 | 2024-10-30 | ProductPage | View | 178.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 7 | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | 3779.0 | 70.0 | 2023-11-11 | ProductPage | Click | 108.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 8 | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | 1931.0 | 26.0 | 2023-07-22 | Homepage | View | 133.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 9 | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | 2773.0 | 23.0 | 2025-08-15 | ProductPage | View | 79.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |